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authorDerek Lamberti <derek.lamberti@arm.com>2019-03-25 15:41:58 +0000
committerderek.lamberti <derek.lamberti@arm.com>2019-03-27 16:06:46 +0000
commita9cca6aa935b3e290181a05fdb2c5f5557a49c09 (patch)
tree60493eeada1357fa2334f7f952879561480e192f /src/backends/backendsCommon/WorkloadData.cpp
parent045ea78ab73b1c88a38d3ecb501583a38161ca0e (diff)
downloadarmnn-a9cca6aa935b3e290181a05fdb2c5f5557a49c09.tar.gz
IVGCVSW-2870 Support QuantizeLayer on frontend
Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Diffstat (limited to 'src/backends/backendsCommon/WorkloadData.cpp')
-rw-r--r--src/backends/backendsCommon/WorkloadData.cpp18
1 files changed, 18 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index 7474b9bc9a..e30a3f36b7 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -946,6 +946,24 @@ void PadQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
}
}
+void QuantizeQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
+{
+ ValidateSingleInput(workloadInfo, "QuantizeQueueDescriptor");
+ ValidateSingleOutput(workloadInfo, "QuantizeQueueDescriptor");
+
+
+ if (workloadInfo.m_InputTensorInfos[0].GetDataType() != DataType::Float32)
+ {
+ throw InvalidArgumentException("Quantize only accepts Float32 inputs.");
+ }
+
+ if (workloadInfo.m_OutputTensorInfos[0].GetDataType() != DataType::QuantisedAsymm8 &&
+ workloadInfo.m_OutputTensorInfos[0].GetDataType() != DataType::QuantisedSymm16)
+ {
+ throw InvalidArgumentException("Output of quantized layer must be quantized type.");
+ }
+}
+
void BatchToSpaceNdQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
ValidateSingleInput(workloadInfo, "BatchToSpaceNdQueueDescriptor");